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Clusterer (Commons Math 3.2 API)
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org.apache.commons.math3.ml.clustering</FONT>
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Class Clusterer&lt;T extends <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&gt;</H2>
<PRE>
<A HREF="http://download.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</A>
  <IMG SRC="../../../../../../resources/inherit.gif" ALT="extended by "><B>org.apache.commons.math3.ml.clustering.Clusterer&lt;T&gt;</B>
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<DT><DT><B>Type Parameters:</B><DD><CODE>T</CODE> - the type of points that can be clustered</DL>
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<DT><B>Direct Known Subclasses:</B> <DD><A HREF="../../../../../../org/apache/commons/math3/ml/clustering/DBSCANClusterer.html" title="class in org.apache.commons.math3.ml.clustering">DBSCANClusterer</A>, <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.html" title="class in org.apache.commons.math3.ml.clustering">KMeansPlusPlusClusterer</A>, <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/MultiKMeansPlusPlusClusterer.html" title="class in org.apache.commons.math3.ml.clustering">MultiKMeansPlusPlusClusterer</A></DD>
</DL>
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<DT><PRE>public abstract class <B>Clusterer&lt;T extends <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&gt;</B><DT>extends <A HREF="http://download.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A></DL>
</PRE>

<P>
Base class for clustering algorithms.
<P>

<P>
<DL>
<DT><B>Since:</B></DT>
  <DD>3.2</DD>
<DT><B>Version:</B></DT>
  <DD>$Id $</DD>
</DL>
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<CODE>protected </CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html#Clusterer(org.apache.commons.math3.ml.distance.DistanceMeasure)">Clusterer</A></B>(<A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</A>&nbsp;measure)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Build a new clusterer with the given <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A>.</TD>
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<CODE>abstract &nbsp;<A HREF="http://download.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</A>&lt;? extends <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Cluster.html" title="class in org.apache.commons.math3.ml.clustering">Cluster</A>&lt;<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html" title="type parameter in Clusterer">T</A>&gt;&gt;</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html#cluster(java.util.Collection)">cluster</A></B>(<A HREF="http://download.oracle.com/javase/6/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</A>&lt;<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html" title="type parameter in Clusterer">T</A>&gt;&nbsp;points)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Perform a cluster analysis on the given set of <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><CODE>Clusterable</CODE></A> instances.</TD>
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<CODE>protected &nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html#distance(org.apache.commons.math3.ml.clustering.Clusterable, org.apache.commons.math3.ml.clustering.Clusterable)">distance</A></B>(<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&nbsp;p1,
         <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&nbsp;p2)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Calculates the distance between two <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><CODE>Clusterable</CODE></A> instances
 with the configured <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A>.</TD>
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<CODE>&nbsp;<A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html#getDistanceMeasure()">getDistanceMeasure</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A> instance used by this clusterer.</TD>
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<A NAME="Clusterer(org.apache.commons.math3.ml.distance.DistanceMeasure)"><!-- --></A><H3>
Clusterer</H3>
<PRE>
protected <B>Clusterer</B>(<A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</A>&nbsp;measure)</PRE>
<DL>
<DD>Build a new clusterer with the given <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A>.
<P>
<DL>
<DT><B>Parameters:</B><DD><CODE>measure</CODE> - the distance measure to use</DL>
</DL>

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<A NAME="cluster(java.util.Collection)"><!-- --></A><H3>
cluster</H3>
<PRE>
public abstract <A HREF="http://download.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</A>&lt;? extends <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Cluster.html" title="class in org.apache.commons.math3.ml.clustering">Cluster</A>&lt;<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html" title="type parameter in Clusterer">T</A>&gt;&gt; <B>cluster</B>(<A HREF="http://download.oracle.com/javase/6/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</A>&lt;<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html" title="type parameter in Clusterer">T</A>&gt;&nbsp;points)
                                                                throws <A HREF="../../../../../../org/apache/commons/math3/exception/MathIllegalArgumentException.html" title="class in org.apache.commons.math3.exception">MathIllegalArgumentException</A>,
                                                                       <A HREF="../../../../../../org/apache/commons/math3/exception/ConvergenceException.html" title="class in org.apache.commons.math3.exception">ConvergenceException</A></PRE>
<DL>
<DD>Perform a cluster analysis on the given set of <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><CODE>Clusterable</CODE></A> instances.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>points</CODE> - the set of <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><CODE>Clusterable</CODE></A> instances
<DT><B>Returns:</B><DD>a <A HREF="http://download.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util"><CODE>List</CODE></A> of clusters
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../../org/apache/commons/math3/exception/MathIllegalArgumentException.html" title="class in org.apache.commons.math3.exception">MathIllegalArgumentException</A></CODE> - if points are null or the number of
   data points is not compatible with this clusterer
<DD><CODE><A HREF="../../../../../../org/apache/commons/math3/exception/ConvergenceException.html" title="class in org.apache.commons.math3.exception">ConvergenceException</A></CODE> - if the algorithm has not yet converged after
   the maximum number of iterations has been exceeded</DL>
</DD>
</DL>
<HR>

<A NAME="getDistanceMeasure()"><!-- --></A><H3>
getDistanceMeasure</H3>
<PRE>
public <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</A> <B>getDistanceMeasure</B>()</PRE>
<DL>
<DD>Returns the <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A> instance used by this clusterer.
<P>
<DD><DL>

<DT><B>Returns:</B><DD>the distance measure</DL>
</DD>
</DL>
<HR>

<A NAME="distance(org.apache.commons.math3.ml.clustering.Clusterable, org.apache.commons.math3.ml.clustering.Clusterable)"><!-- --></A><H3>
distance</H3>
<PRE>
protected double <B>distance</B>(<A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&nbsp;p1,
                          <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</A>&nbsp;p2)</PRE>
<DL>
<DD>Calculates the distance between two <A HREF="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><CODE>Clusterable</CODE></A> instances
 with the configured <A HREF="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance"><CODE>DistanceMeasure</CODE></A>.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>p1</CODE> - the first clusterable<DD><CODE>p2</CODE> - the second clusterable
<DT><B>Returns:</B><DD>the distance between the two clusterables</DL>
</DD>
</DL>
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